Published in SN Computer Science
Imitation learning is an intuitive approach for teaching motion to robotic systems. Although previous studies have proposed various methods to model demonstrated movement primitives, one of the limitations of existing methods is that the shape of the trajectories is encoded in high dimensional space. The high dimensionality of the trajectory repres...
Published in SN Computer Science
In recent days, the Internet of Things (IoT) used to connect many devices and communicate with each other, which created a greater impact on animal healthcare systems. IoT devices are in the form of wearable’s that have been used to track the activities of humans. Now, the wearable devices are used in monitoring the activities of the animals. Inter...
Published in SN Computer Science
For most of recommendation algorithms that use the relationship between tags, users, and items have to face the problem of tag sparse. Aiming at the problem of sparse tag data that caused by the user's subjective arbitrariness when labeling items, this paper proposes a tag extension collaborative filtering recommendation algorithm. We test the tag ...
Published in SN Computer Science
Bengali is the seventh most spoken language, and 300 million people around the world speak in Bengali. The smart home is responsible for the digitization of modern society. This research reflects an Internet of Things (IoT) based smart solution, especially for the people who have a visual impairment along with the smart home. The proposed methodolo...
Published in SN Computer Science
The use of online social networks, such as Facebook and Twitter, has grown at a phenomenal rate. These platforms offer services that support interactions via messaging, chatting or audio/video conferencing, and also sharing of content. Most, if not all, of these platforms use centralized computing systems; therefore, the control and management of t...
Published in SN Computer Science
The sharing economy, virtualizing the peer-to-peer-based sharing of physical or logical resources such as cars, houses or people’s spare time with digital technologies, has recently attracted a great deal of attention. Investigating the feasibility of sharing other types of physical resources, particularly human bodies, offers promising opportuniti...
Published in SN Computer Science
The number of users participating in online social networks is increasing significantly recently. As a result, the amount of information created and shared by them is exploding. On the one hand, sharing information online helps people stay in touch with each other, although virtually. But on the other hand, sharing too much information may lead to ...
Published in SN Computer Science
During the past decade, a new approach to providing air traffic services to airports from a remote location has been established, known as remote or digital tower. High quality video data is a core component in remote tower operations as it inherently contains a huge amount of information on which a controller can base decisions. The total resoluti...
Published in SN Computer Science
As the web is accessible to a vast population around the globe, web users today pose a large number of queries, with dynamic, vague and unclear intentions, using the web search tools, as a consequence of which organizing search results have become an all the more challenging task. Further, because of such web queries, it is difficult for web search...
Published in SN Computer Science
Deep networks involve a huge amount of computation during the training phase and are prone to over-fitting. To ameliorate these, several conventional techniques such as DropOut, DropConnect, Guided Dropout, Stochastic Depth, and BlockDrop have been proposed. These techniques regularize a neural network by dropping nodes, connections, layers, or blo...
